{"id":"W2915867560","doi":"10.18740/ss27259","title":"Socialist Studies - Spring 2018 - Complete Issue","year":2018,"lang":"en","type":"article","venue":"Socialist studies","topic":"European history and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spring (device); Political science; Political economy; Economic history; Economics; Economic system; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001245331,0.0002483289,0.0005249167,0.00006560719,0.006732651,0.00008245677,0.0003832919,0.00009779936,0.0001822409],"category_scores_gemma":[0.002519309,0.0002531113,0.0001690915,0.0002975396,0.006989546,0.000217704,0.0002657165,0.0001801807,0.001119512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006901668,"about_ca_system_score_gemma":0.0001715567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002495995,"about_ca_topic_score_gemma":0.0102302,"domain_scores_codex":[0.9974485,0.0006015596,0.0003781585,0.0003671185,0.000489212,0.0007154472],"domain_scores_gemma":[0.9980248,0.0007273953,0.0002117264,0.000235565,0.000669888,0.0001305775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001032138,0.00003344344,0.003445413,0.00005723035,0.0004125101,0.000009613326,0.2185242,1.041801e-7,0.00001502074,0.320952,0.4562121,0.0003280903],"study_design_scores_gemma":[0.0001737479,0.00005156136,0.001200241,0.00004628321,0.00008482421,1.483154e-7,0.07571115,1.699568e-7,0.00001562298,0.01644313,0.9059834,0.0002896472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08688985,0.03536358,0.00002758189,0.09914004,0.02368143,0.00087937,0.0002031227,0.001134253,0.7526808],"genre_scores_gemma":[0.8287115,0.009481749,0.0007868186,0.02429451,0.04253826,0.00005898797,0.000008987613,0.0001145749,0.09400462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7418216,"threshold_uncertainty_score":0.9999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2367888974425844,"score_gpt":0.4387780316232812,"score_spread":0.2019891341806968,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}